I can't find an entry for TPUs, only regular machines and GPUs. Perhaps I'm looking in the wrong place?
Doesn't appear to be. I'm wondering this myself. For web apps, cloud services are usually the better choice vs. in house servers. But, with ML, the pricing will dictate that more than anything.